Cited by 227Psychotherapy Techniques and ApplicationsPsychology and Mental HealthPersonality Disorders and Psychopathology

A process-based approach to psychological diagnosis and treatment:The conceptual and treatment utility of an extended evolutionary meta model

Open access
Hayes, Steven C., Hofmann, Stefan G., Ciarrochi, Joseph·2020·Clinical Psychology Review

Abstract

For half a century, the dominant paradigm in psychotherapy research has been to develop syndrome-specific treatment protocols for hypothesized but unproved latent disease entities, as defined by psychiatric nosological systems. While this approach provided a common language for mental health problems, it failed to achieve its ultimate goal of conceptual and treatment utility. Process-based therapy (PBT) offers an alternative approach to understanding and treating psychological problems, and promoting human prosperity. PBT targets empirically established biopsychosocial processes of change that researchers have shown are functionally important to long terms goals and outcomes. By building on concepts of known clinical utility, and organizing them into coherent theoretical models, an idiographic, functional-analytic approach to diagnosis is within our grasp. We argue that a multi-dimensional, multi-level extended evolutionary meta-model (EEMM) provides consilience and a common language for process-based diagnosis. The EEMM applies the evolutionary concepts of context-appropriate variation, selection, and retention to key biopsychosocial dimensions and levels related to human suffering, problems, and positive functioning. The EEMM is a meta-model of diagnostic and intervention approaches that can accommodate any set of evidence-based change processes, regardless of the specific therapy orientation. In a preliminary way, it offers an idiographic, functional analytic, and clinically useful alternative to contemporary psychiatric nosological systems.

Verified 2026-10-05 · 1 reference not checked yet

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Crossref · 10.1016/j.cpr.2020.101908

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Claims the paper makes

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  • Findingcitation

    A recent review found 269 meta-analytic studies of CBT covering nearly every DSM category.

    “A recent review of the literature identified 269 meta-analytic studies examining CBT for nearly every DSM category (Hofmann, Asnaani, Vonk, Sawyer, & Fang, 2012).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hofmann, Asnaani, Vonk, Sawyer, & Fang, 2012 source

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  • Findingcitation

    In the same period, use of psychological methods together with medications fell by one-third.

    “Using psychological methods combined with medications also fell by one-third.”
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    • cites Olfson & Marcus, 2010 source

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  • Findingcitation

    In non-human animals, there is clear evidence of very long-term and transgenerational changes in gene expression caused by programmed environmental and behavioral changes affecting epigenetic variables.

    “The evidence for very long-term and even trans-generational changes in gene expression because of programmed changes in environment and behavior affecting epigenetic variables is clear in non-human animals.”
    Quote in the paperSubstantial claim
  • Findingcitation

    Lack of treatment specificity is the rule rather than the exception in mental health treatment.

    “With regard to treatment, lack of treatment specificity is the rule rather than the exception.”
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    • cites Kupfer, First, & Regier, 2002

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  • Findingreasoning

    Empirical clinical psychology did not answer Paul's question about which treatment works for which person under which circumstances.

    “In the several decades that have followed this statement, we have learned an enormous amount about how to produce positive outcomes with specific methods, but empirical clinical psychology failed to answer Paul’s question.”
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    Findingcitation

    Mice with a removed learning gene, when exposed to an enriched environment, showed epigenetic changes that enhanced learning despite the genetic defect, and their offspring did too.

    “when mice who had a gene that supports the ability to learn removed, and were then exposed to an enriched environment containing elevated social interactions, novel objects, and voluntary exercise, not only did they show epigenetic changes leading to an enhanced ability to learn despite their genetic defect, so too did their offspring (Arai, Li, Hartley, & Feig, 2009).”
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    Findingcitation

    Selecting foxes for tameness over decades also produces floppy ears, showing that selection on juvenile behavioral traits can bring juvenile anatomical traits with it.

    “several decades of breeding foxes to be more tame also results in the floppy ears that are often characteristic of domesticated animals -- it turns out that selecting for juvenile behavioral traits, such as tameness, brings juvenile anatomical traits along for the ride (Trut, 1999).”
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    Findingcitation

    Epidemiologic and clinical studies show very high comorbidity among DSM disorders, which undermines the idea that syndromes represent distinct etiologies.

    “Epidemiologic and clinical studies have shown extremely high rates of comorbidities among the disorders, undermining the hypothesis that the syndromes represent distinct etiologies.”
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    Findingcitation

    Full genomic analyses sometimes find cumulatively meaningful genetic risk factors, but these involve hundreds or thousands of alleles whose functions are often unknown.

    “Studies with full genomic analyses of tens or even hundreds of thousands of participants sometimes identify cumulatively meaningful genetic risk factors, but they involve hundreds if not thousands of alleles, the specific functions of which are often not understood (Crespi, 2020; Cross-Disorder Group of the Psychiatric Genomics Consortium, 2013).”
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    • cites Cross-Disorder Group of the Psychiatric Genomics Consortium, 2013 source

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    Findingcitation

    Environmental events and accompanying psychological functions can cause epigenetic changes that alter gene expression and can produce long-term changes within an individual and sometimes across generations.

    “Environmental events and their accompanying psychological functions can lead to epigenetic changes (e.g., methylation of cytosine; histone bundling) that alter gene expression, and can lead not just to long-term changes in traits within an individual, but sometimes to changes in later generations and eventually to genetic accommodation (Jablonka & Lamb, 2014).”
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    Premisenone given

    For fifty years, psychotherapy research has mainly pursued syndrome-specific protocols for supposed latent disease entities defined by psychiatric nosology.

    “For half a century, the dominant paradigm in psychotherapy research has been to develop syndrome-specific treatment protocols for hypothesized but unproved latent disease entities, as defined by psychiatric nosological systems.”
    Quote in the paperNot a substantial claim
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    Interpretationreasoning

    The syndromal approach gave mental health a shared language but did not achieve conceptual or treatment utility.

    “While this approach provided a common language for mental health problems, it failed to achieve its ultimate goal of conceptual and treatment utility.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    There are already hundreds of processes of change, which overwhelms practitioners who might apply them.

    “There are already hundreds of such processes, overwhelming any practitioner who may be interested in applying them.”
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    Interpretationreasoning

    Processes of change by themselves cannot produce a coherent diagnostic system; they must be organized.

    “Processes of change alone cannot lead to a coherent diagnostic system: they must be organized.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning

    A multi-dimensional, multi-level extended evolutionary meta-model provides consilience and a shared language for process-based diagnosis.

    “We argue that a multi-dimensional, multi-level extended evolutionary meta-model (EEMM) provides consilience and a common language for process-based diagnosis.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    A syndromal model has driven psychiatric nosology for fifty years.

    “For half a century, a syndromal model has driven psychiatric nosology.”
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    Premisenone given

    The EEMM applies evolutionary concepts of context-appropriate variation, selection, and retention to biopsychosocial dimensions and levels tied to suffering, problems, and positive functioning.

    “The EEMM applies the evolutionary concepts of context-appropriate variation, selection, and retention to key biopsychosocial dimensions and levels related to human suffering, problems, and positive functioning.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    The EEMM is a meta-model for diagnosis and intervention that can include any evidence-based change processes regardless of therapy orientation.

    “The EEMM is a meta-model of diagnostic and intervention approaches that can accommodate any set of evidence-based change processes, regardless of the specific therapy orientation.”
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  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Evolutionary principles are the most widely used concepts for understanding how complex systems develop in the life sciences.

    “Evolutionary principles are the most widely used concepts when seeking to understand how complex systems. develop in the life sciences.”
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    Premisereasoning

    Hundreds of studies on mediators of clinical outcomes now exist, making them a strategic starting point for a diagnostic system.

    “Yet, we can begin a diagnostic system with known mediators of importance because, unlike forty years ago when syndromal diagnosis first captured the field, hundreds of studies now exist on the mediators of clinical outcomes.”
    Quote in the paperSubstantial claim
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    Interpretationreasoning

    The hope that behavioral genetics would quickly identify specific psychiatric diseases has been replaced by relative certainty that it will not, leading to a refocus on psychological phenotypes.

    “The hope that behavioral genetics would rapidly lead to the identification of specific psychiatric diseases has been replaced by the relative certainty that this will not happen, leading to a healthy refocusing of the field toward aspects of psychological phenotypes rather than “disorders” per se.”
    Quote in the paperSubstantial claim
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    Premisecitation

    Physical attractiveness is one of the most powerful demographic variables known to science and is substantially genetic.

    “Physical attractiveness is one of the most powerful demographic variables known to science (Langlois et al., 2000), and it is substantially genetic (Gangestad & Scheyd, 2005).”
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    Interpretationreasoning

    The failure to answer Paul's question is unsurprising because the field turned toward an alliance between syndromal academic psychiatry and intervention science, focusing on protocols for diagnostic entities in randomized trials.

    “This failure is not surprising because the field’s attention was soon directed elsewhere. As an alliance formed between a syndromal approach in academic psychiatry and the intervention science of empirical clinical psychology, research increasingly focused on the impact of treatment protocols on the signs and symptoms of diagnostic entities as examined in randomized controlled trials.”
    Quote in the paperSubstantial claim
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    Premisecitation

    Mediators often have bidirectional and complex relationships that vary across individuals.

    “Mediators often form bi-directional and complex relationships that differ between individuals (Hofmann, Curtiss, & Hayes, 2020).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hofmann, Curtiss, & Hayes, 2020 source

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    Interpretationnone given

    Context is key to diagnosis and treatment because no psychological attribute is always useful.

    “Context is key to diagnosis and treatment because no psychological attribute is always useful.”
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    Premisecitation

    A field-wide consensus began to build for more clarity about philosophical assumptions, greater understanding of processes of change, increased focus on fitting interventions to individuals, and greater emphasis on competency in delivering helpful intervention kernels rather than trademark protocols.

    “A field-wide consensus began to build (Klepac et al., 2012) for more clarity about philosophical assumptions; greater understanding of processes of change (Kazdin, 2007); an increased focus on fitting intervention methods to the needs of individuals (Ng & Weisz, 2016); and a greater emphasis on competency in delivering a wide variety of helpful inventions kernels (Weisz, Ugueto, Herren, Afienko, &”
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    Interpretationcitation

    Even as the field moved toward processes of change, an overarching theory was needed to avoid a cacophony of constructs.

    “Even as the field moved toward processes of change, however, it was clear that an overarching theory would be needed to avoid a cacophony of constructs (Goldfried, 2009).”
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    • cites Goldfried, 2009 source

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    Interpretationreasoning

    The six psychological dimensions are not discrete or an ultimate irreducible set, but they capture the dimensions most commonly emphasized and measured in clinical models.

    “We are not arguing that these psychological dimensions are discrete, or form an ultimate, irreducible set; but that they capture the dimensions most commonly emphasized and measured in clinical models.”
    Quote in the paperSubstantial claim
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    Interpretationnone given

    Maladaptation occurs because of problems in any of the variation, selection, or retention systems.

    “Maladaptation occurs because of problems in any of these systems.”
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    Interpretationnone given

    This possibility has been hindered by RDoC's reductionistic and biocentric application, its continued search for latent diseases, and its treatment of change processes as ergodic.

    “But this possibility has beebn hindered by RDoC’s reductionistic, biocentric application, by the continued search for latent diseases, and by the treatment of change processes as ergodic phenomena.”
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  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given

    Processes of variation, selection, retention, and context apply to all inheritance streams or dimensions.

    “These processes of variation, selection, retention and context apply to all inheritance streams or dimensions.”
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    Interpretationcitation

    The psychological level is nested with the sociocultural level of group behavior and cultural practices, and the psychological level contains a genetic/physiological level and other life forms.

    “The psychological level is thus nested with the sociocultural level of group behavior and cultural practices (Wilson & Coan, 2020), but the psychological level in turn contains a genetic/physiological level -- genes, epigenes, brain circuits, organ systems, and so on -- and the other life forms contained within.”
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    • cites Wilson & Coan, 2020

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    Premisenone given

    Mental health funding agencies are challenging researchers to identify functionally important processes of pathology and change.

    “Instead, researchers are being challenged by mental health funding agencies to identify functionally important processes of pathology and change.”
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    Premisereasoning

    RDoC called for exploring different units of analysis across multiple levels to identify processes that might lead to psychopathology.

    “RDoC called for researchers to explore different units of analysis (e.g., positive and negative motivational systems) across various levels of analysis (e.g., molecular, brain circuit, behavioral, cultural, and symptom level) to identify processes that might lead to psychopathology.”
    Quote in the paperSubstantial claim
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    Interpretationreasoning

    Context determines selection pressures over particular phenotypes, and becomes a focus of conscious attention when the goal is intentional evolutionary change.

    “It is context that determines selection pressures over particular phenotypes, but it becomes a particular focus of conscious attention when the goal is intentional evolutionary change.”
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  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    Retention is key to any prosocial change, and psychotherapy addresses retention through maintenance at follow-up, homework, reinforcement of skill practice, and development of health habits.

    “Retention is key to any prosocial change, and psychotherapy is used to these issues in the form of maintenance at follow up, the use of homework, the reinforcement of skill practice, or the development of health habits.”
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    Interpretationnone given

    The qualitative research approach lacked the experimental methods needed to produce a systematic, replicable, proven classification and intervention system with known treatment utility.

    “What was missing from this more qualitative research approach were the experimental methods needed to produce a systematic, replicable, and proven classification and intervention system with known treatment utility.”
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    Premisecitation

    Clark's cognitive model conceptualized panic attacks as a consequence of catastrophic misinterpretation of bodily sensations such as palpitations and breathlessness.

    “Clark’s (1986) model conceptualized panic attacks as a consequence of the catastrophic misinterpretation of certain bodily sensations, such as palpitations and breathlessness.”
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    • cites Clark, 1986 source

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    Premisenone given

    Academic psychiatry no longer believes that spending additional billions on protocols for DSM syndromes will be scientifically or clinically progressive.

    “Academic psychiatry no longer believes that additional billions spent on “protocols for DSM syndromes” will be scientifically or clinically progressive.”
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    Interpretationcitation

    Taken together, the concepts discussed combine to form an extended evolutionary meta-model (EEMM) that can in principle draw process-based work under a single umbrella, providing a functional diagnostic system.

    “Taken together, the concepts we have been discussing combine to form an extended evolutionary meta-model (EEMM) -- that can in principle draw process-based work under a single umbrella, providing a kind of functional diagnostic system (Hayes et al., 2019; Hayes, Hofmann, & Ciarrochi, in press).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Hayes et al., 2019

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    • cites Hayes, Hofmann, & Ciarrochi, in press

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    • Rests on an assumption: The EEMM applies to virtually all known theory-based and empirically well-supported processes of treatment change.
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    Premisenone given

    RDoC shared with DSM the strong theoretical assumption that latent diseases cause psychological problems and would be identified through research.

    “it shared with the DSM the strong theoretical assumption that latent diseases cause psychological problems, and that we would identify these “diseases” through research focused on nonthetic collections.”
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    Premisecitation

    Behavior therapists incorporated social learning and neo-behavioral associative learning into Skinnerian operant principles to better understand human functioning.

    “Behavior therapists soon added ideas drawn from social learning or neo-behavioral associative learning to Skinnerian operant principles in an attempt to understand human functioning (Bandura, 1969; Eysenck, 1961; Wolpe, 1958).”
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    • cites Wolpe, 1958

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    Premisecitation

    Early CBT focused on maladaptive cognitions as contributors to emotional distress and behavioral problems.

    “As a cognitive approach such as was as pioneered by Beck (1970) and Ellis (1962) strengthened, early forms of cognitive behavior therapy (CBT) emerged in which practitioners focused on maladaptive cognitions as contributors to emotional distress and behavioral problems.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Beck, 1970 source

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    • cites Ellis, 1962

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    Premisecitation

    An extended evolutionary approach applies the key concepts of variation, selection, and retention, in context, focused on relevant dimensions and levels.

    “We have argued (Hayes, Hofmann, & Wilson, 2020) that an extended evolutionary approach is one that applies the key concepts of variation, selection, and retention, in context, focused on the relevant dimensions and levels.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hayes, Hofmann, & Wilson, 2020

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    Premisecitation

    RDoC has limited clinical utility and is intended mainly to advance future research, not yet to guide clinical decisions.

    “As is acknowledged by the authors and administrators of the initiative, RDoC has limited clinical utility -- it is primarily intended to advance future research, but is not yet intended as a guide for clinical decision making (Cuthbert & Kozak, 2013; Vaidyanathan et al., in press).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Cuthbert & Kozak, 2013

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    • cites Vaidyanathan et al., in press

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    Premisecitation

    The cognitive model of panic does not rule out biological factors; biological variables may contribute by triggering benign bodily fluctuations or intensifying fearful bodily sensations.

    “The model does not rule out any biological factors in panic. Instead, it is assumed that biological variables may contribute to an attack by triggering benign bodily fluctuations or intensifying fearful bodily sensations.”
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    • cites Clark, 1986 source

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    Premisecitation

    Panic patients informed about the effects of CO2 inhalation reported less anxiety and fewer catastrophic thoughts than uninformed individuals.

    “For example, panic patients who were informed about the effects of CO2 inhalation reported less anxiety and fewer catastrophic thoughts than uninformed individuals (Rapee, Mattick, & Murrell, 1986).”
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    • cites Rapee, Mattick, & Murrell, 1986 source

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    Interpretationreasoning

    RDoC was a step beyond syndromal classification but lacked a comprehensive integrative model and artificially narrowed focus to biological dimensions.

    “This was a step forward from syndromal classification, but the RDoC initiative provided no comprehensive model within which to integrate this information and artificially constrained focus to biological dimensions.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Previous work identified six dimensions of importance at the psychological level: affect, cognition, attention, motivation, self, and overt behavior.

    “In previous work (Hayes et al., 2019), we have identified six dimensions of importance at the psychological level: affect, cognition, attention, motivation, self, and overt behavior (See Figure 1).”
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    • cites Hayes et al., 2019

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    Insel resigned as NIMH director, and NIMH's continued commitment to RDoC is highly uncertain.

    “Insel eventually resigned as director from NIMH and the continued commitment of NIMH to RDoC is highly uncertain.”
    Quote in the paperNot a substantial claim
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    Interpretationnone given

    Early behavioral approaches used functional analysis from direct contingency principles, but the set of processes they identified was too small to account for human cognition.

    “Behaviorists targeted psychological problems based on functional analysis drawn from direct contingency principles. The problem was that these processes formed too small of a set.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The long era of protocols for syndromes, trademarked therapies, and insular schools is ending and being replaced by a more process-based era.

    “It suggests that the decades-long era of protocols for syndromes, trademarked therapies, and insular schools of thought is ending, to be replaced by a more process-based era.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Maslow emphasized an idiographic and process-based approach.

    “Maslow (1962) emphasized an idiographic and process-based approach, saying “I must approach a person as an individual unique and peculiar, the sole member of his class” (p. 10).”
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    • cites Maslow, 1962

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    Interpretationreasoning

    Any adequate model of change processes should lead to forms of functional analysis that allow practitioners to select treatment elements that will produce better outcomes for individual clients.

    “Said in another way, any adequate model of change processes should lead to forms of functional analysis that allow practitioners to select treatment elements that will produce better outcomes for individual clients.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    Research using multiple mediator models to explain outcomes of RCTs of ACT shows that psychological flexibility not only mediates outcomes, it statistically eliminates the functional role of the therapeutic relationship in mediating outcomes.

    “Research using multiple mediator models to explain outcomes of randomized controlled trials of ACT shows that psychological flexibility not only mediates outcomes, it statistically eliminates the functional role of the therapeutic relationship in mediating outcomes (e.g., Gifford et al., 2011; Walser, Karlin, Trockel, Mazina, & Taylor, 2013).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Gifford et al., 2011 source

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    • cites Walser, Karlin, Trockel, Mazina, & Taylor, 2013 source

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  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Models need philosophical clarity because mixing underlying assumptions incoherently results in analytic confusion and wasted research energy.

    “The models need philosophical clarity because if a model mixes its underlying assumptions incoherently, analytic confusion and wasted research energy will result.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given

    The EEMM provides a systematic framework to consider the potential contribution of any of these dimensions and levels to the particular problem space of an individual.

    “The EEMM provides a systematic framework to consider the potential contribution of any of these dimensions and levels to the particular problem space of an individual.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The EEMM applies to virtually all known theory-based and empirically well-supported processes of treatment change.
    • Rests on an assumption: Any aspect of human suffering can be identified and coded in the EEMM.
    • Rests on an assumption: The six psychological dimensions are reasonably comprehensive at the psychological level.
    • Rests on an assumption: The dimensions and levels are highly interconnected.
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    Concepts within a model are vitalized by consistent connections to other concepts within the model, and unclear or inconsistent assumptions will undermine those connections.

    “Concepts within a model are vitalized by their consistent connections to other concepts within the model, and unclear or inconsistent assumptions will undermine those connections.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    The extended evolutionary meta-model provides a meta-theory for intervention-relevant functional analytic models, grounded in evolutionary science, that connects analysis directly to psychological intervention.

    “It offers a meta-theory of intervention relevant functional analytic models, rooted in evolutionary science, that directly link analysis to psychological intervention,.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation

    ACT outcomes are consistently mediated by the six primary aspects of psychological flexibility, which line up with the six psychological dimensions of the EEMM.

    “ACT outcomes are consistently mediated by the six primary aspects of psychological flexibility, which line up with the six psychological dimensions of the EEMM.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The EEMM applies to virtually all known theory-based and empirically well-supported processes of treatment change.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Correlational meta-analytic research suggests that therapeutic alliance has small to moderate associations with therapy outcome.

    “Correlational meta-analytic research suggests that alliance has small to moderate associations with therapy outcome (Flückiger, Del Re, Wampold, Symonds, & Horvath, 2012), but its”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Flückiger, Del Re, Wampold, Symonds, & Horvath, 2012 source

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  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    Filling the extended evolutionary meta-model with the change processes proposed by a particular model reduces all of those limitations.

    “By populating the EEMM with the processes of change suggested by a specific model, we ameliorate all of these problems.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning

    Evolutionary science will be the foundation of clinical science in the future.

    “Evolutionary science is the foundation of the clinical science of the future.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    It is necessary to simplify the list of change processes by theory and evidence.

    “It is necessary to simplify the list, by theory and evidence. That is what models do.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationreasoning

    If this idea is correct, therapeutic relationship will be a powerful predictor not because it is the only important mechanism of change, but because it subsumes many other mechanisms of change.

    “If this idea is correct, then therapeutic relationship will be a powerful predictor not because it is the only important mechanism of change, but because it subsumes so many other mechanisms of change.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given

    Clinical science has matured enough to adopt evolutionary science principles as its overarching framework.

    “The field of clinical science has reached the maturity to embrace evolutionary science principles as its overarching framework.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    The articles in this special issue demonstrate that evolutionary science principles can supply the consilience required to address highly diverse clinical science questions while preserving useful connections between those questions and the evidence-based answers they produce.

    “The articles in this special issue show that these principles can provide the consilience needed to take on extremely diverse clinical science questions, while maintaining helpful linkages between these questions and the evidence-based answers they generate.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationcitation

    A process-based approach is not just another name for eclecticism because it is necessary to organize processes of change into models that guide their selection and application.

    “A process-based approach to clinical practice is not just another name for eclecticism because it is necessary to organize processes of change into models that guide their selection and application (Hayes, Hofmann, & Ciarrochi, 2020).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hayes, Hofmann, & Ciarrochi, 2020

      Not checked in the free run.

    • Rests on an assumption: A process-based approach is emerging.
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    These other processes do not consistently mediate ACT outcomes, and the authors concluded that processes of change in ACT are predominantly linked to components of the psychological flexibility model.

    “These other processes do not consistently mediate ACT outcomes and thus the authors concluded that “processes of change in ACT are predominantly linked to the various components of the psychological flexibility model.””
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Stockton et al., 2019 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Premisecitation

    Viable models of change need to have clear philosophical assumptions; be comprehensive, coherent, and functional; and apply to many, if not most, clients.

    “In Hayes, Hofmann, and Ciarrochi (in press) we describe three central features of viable models of change: they need to have clear philosophical assumptions; be comprehensive, coherent, and functional; and apply to many, if not most, clients.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hayes, Hofmann, & Ciarrochi, in press

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given

    The model must produce positive results across a broad range of clients.

    “Finally, the model must produce positive results across a broad range of clients.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Classical functional analysis has three key limitations: it overuses a narrow set of direct contingency principles, cannot specify a reasonably limited set of assessment targets in advance, and has a weak connection to intervention recommendations.

    “such as the overuse of a limited set of direct contingency principles, the inability to define a reasonably limited set of assessment targets a priori, and the weak link to intervention recommendations.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hayes & Follette, 1992

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationcitation

    Models themselves need to be shown to have both conceptual and treatment utility.

    “Models themselves need to be shown to have both conceptual and treatment utility (Hayes, Nelson, & Jarrett, 1987).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hayes, Nelson, & Jarrett, 1987 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given

    The dimensions and levels are likely to form complex networks for any individual client.

    “Rather, the dimensions and levels are likely to form complex networks for any individual client.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The dimensions and levels are highly interconnected.
  • May combine two claims.

    Interpretationreasoning

    A strong therapeutic relationship may model, instigate, and support important processes of change, and clients most benefit when they internalize those messages.

    “In other words, a strong therapeutic relationship may model, instigate, and support important processes of change and clients most benefit when they internalize those messages.”
    Quote in the paperSubstantial claim
70 of 70
  • The paper relies on this without support.

    The EEMM applies to virtually all known theory-based and empirically well-supported processes of treatment change.

    “We believe that the EEMM applies to virtually all known theory-based and empirically well-supported processes of treatment change.”
  • The paper relies on this without support.

    Any aspect of human suffering can be identified and coded in the EEMM.

    “Some examples will be clearer than others, but we believe that any aspect of human suffering can be identified and coded in the EEMM.”
  • The paper relies on this without support.

    The six psychological dimensions are reasonably comprehensive at the psychological level.

    “Although we do not claim that this is the final list of dimensions, we believe that it is reasonably comprehensive at the psychological level.”
  • The paper relies on this without support.

    The dimensions and levels are highly interconnected.

    “The dimensions and levels are highly interconnected and many of the treatment techniques target a multitude of systems and levels.”
  • The paper relies on this without support.

    The era of protocols for syndromes has ended.

    “We believe that the era of protocols for syndromes has ended.”
  • The paper relies on this without support.

    A process-based approach is emerging.

    “Instead, a process-based approach is emerging.”
6 of 6

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Cites

1 retracted

Flagged first, then by citations

1 of the 126 references couldn’t be matched to a known paper.

Research works printed but not linked: 3

  1. Horn, 2020, The programming of individual differences in oxytocin and vasopressin through variations in early-life stress: An adaptive calibration approach, Clinical Psychology Review.
  2. Rogers, 2017, Star neuroscientist Tom Insel leaves the google-spawned verily for …a startup? Wired, Science
  3. Vaidyanathan, U., Morris, S., Wagner, A., Sherrill, J., Sommers, D., Garvey, M., Murphy, E., & Cuthbert, B. (in press). The NIMH Research Domain Criteria project: A decade of behavior and brain integration for translational research. Chapter to appear in S. G. Hofmann & S. C. Hayes (Eds.). Beyond the DSM: A process-based approach. Oakland, CA: Context Press/New Harbinger Publications.

Cited by

Sorted by citations

Authors
Hayes, S. C., Hofmann, S. G., & Ciarrochi, J.
Affiliations
  • University of Nevada, Reno (US)
  • Boston University (US)
  • Australian Catholic University (AU)
Corresponding author
Hayes, Steven C.
Venue
Clinical Psychology Review
Publisher
Elsevier BV
Published
2020-12
Volume
82
Pages
101908
ISSN
0272-7358 (ISSN-L)
OpenAlex
W3084039345
Cited by
227
References
126
Citations by year
2026: 41 · 2025: 36 · 2024: 55 · 2023: 43 · 2022: 34 · 2021: 15 · 2020: 3
FWCI
1.86
Type
journal article
Language
en
Open access
Locations
  • Clinical Psychology Review (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
National Institutes of Health
Topics
  • Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
  • Social Sciences › Psychology › Clinical Psychology › Psychology and Mental Health
  • Social Sciences › Psychology › Clinical Psychology › Personality Disorders and Psychopathology
Keywords
process-based therapy, psychodiagnosis, functional analytic approach, psychiatric classification, evolutionary psychology, evidence-based psychotherapy, treatment utility
MeSH terms
Clinical Protocols, Humans, Psychotherapy

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-04.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-04.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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